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AAAI
1993
15 years 8 months ago
Model Simplification by Asymptotic Order of Magnitude Reasoning
One of the hardest problems in reasoning about a physical system is finding an approximate model that is mathematically tractable and yet captures the essence of the problem. Appr...
Kenneth Man-kam Yip
AAAI
1996
15 years 8 months ago
Splitting a Default Theory
This paper presents mathematical results that can sometimes be used to simplify the task of reasoning about a default theory, by \splitting it into parts." These so-called Sp...
Hudson Turner
AVI
1996
15 years 8 months ago
Closing the loop: modelling action, perception and information
Visual interfaces to computer systems are interactive. The cycle of visual interaction involves both visual perception and action. This paper examines formal models of interactive...
Alan J. Dix
NIPS
1993
15 years 8 months ago
Credit Assignment through Time: Alternatives to Backpropagation
Learning to recognize or predict sequences using long-term context has many applications. However, practical and theoretical problems are found in training recurrent neural networ...
Yoshua Bengio, Paolo Frasconi
PDS
1996
15 years 8 months ago
Towards a theory of shared data in distributed systems
We have developed a theory of sharing which captures the behaviour of programs with respect to shared data into the framework of process algebra. The core theory can describe prog...
Simon A. Dobson, Christopher P. Wadsworth